{"id":"W4413939167","doi":"10.24908/iqurcp19904","title":"Visual Contextual Cues","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Sensory cue; Cognitive psychology; Computer science; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002060932,0.0003206472,0.0004183855,0.001062527,0.0005124857,0.0005574271,0.0007519199,0.0003254719,0.001969765],"category_scores_gemma":[0.0005346693,0.0003080608,0.0001288776,0.001518697,0.001288079,0.0003864425,0.000355521,0.00113264,0.002599569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603239,"about_ca_system_score_gemma":0.0005254226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005794108,"about_ca_topic_score_gemma":0.00004328803,"domain_scores_codex":[0.9961076,0.0002635282,0.0005399123,0.0009612014,0.0009189999,0.001208787],"domain_scores_gemma":[0.9969051,0.0004506482,0.00009272448,0.0002921181,0.001950962,0.0003083825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004883568,0.0003411708,0.005790111,0.000068539,0.0001282197,0.00002173769,0.00684176,1.480465e-7,0.004522189,0.7265789,0.2255525,0.02966639],"study_design_scores_gemma":[0.006090862,0.002598651,0.05598269,0.0008264345,0.00009353289,0.00006014211,0.1129742,0.001140614,0.003757095,0.4627369,0.3520264,0.001712454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4047729,0.0002367223,0.008877896,0.05284143,0.00149568,0.001590541,0.000009082583,0.0007734489,0.5294023],"genre_scores_gemma":[0.9403584,0.0001603772,0.0001252542,0.0006437154,0.0002799671,0.0003654601,0.00001003968,0.00003227572,0.05802449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5355856,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538483774854368,"score_gpt":0.4686123022680769,"score_spread":0.3147639247826401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}